Product 1 · Core

Group Tracker Bot

A WhatsApp or Telegram bot that keeps a Google Sheet and answers the group from it.

Owners add, complete, move and note items in plain words
Members ask questions. They never see edit rights
Shows the exact row it wrote, every time
Daily briefs at times you choose

# owner /add Quiz-02 GPU, 12-Nov 10:00 IST ✓ row 7 added · Upcoming # member @bot any quiz this week? GPU Quiz-02, Thu 12-Nov 10:00 IST

Owner tierFull writes through the Sheets connectionMember tierNo tools. Answers from a 30-minute snapshotRate limits6 per person per hour · 150 per day per groupCooldown10 seconds between questions

Group usage today: 60 of 150

Product 2 · Governance

Access Tiers and Guardrails

Give a group an assistant without giving it the keys.

Owner and member tiers with an explicit owner list
Per-person and per-group limits stop runaway cost
Rules block deletes and protected columns
Google version history is your undo

Included in every plan

Product 3 · Knowledge

Schedules and Study Prep

Index a class schedule and your course folder once. Answer “who teaches it, when is it, how do I start” forever.

Reads a schedule sheet, including merged cells and links
Maps aliases (NLP, NLU, CV) to the right instructor
/prep builds a study guide from your Drive material
Refreshes every 6 hours

From $79/mo

# member @bot who teaches CV? Prof. Divya Saxena (Computer Vision) @bot /prep NLP Study guide: 6 topics from your NLP folder…

Member question

↓ scrubbed text only

Decision model: tracker, schedule, or ask

↓ confident?

Route to the right sheet

↓ not sure

Asks one clarifying question

Product 4 · Intelligence

Smart Router

Quiz and assignment questions go to the tracker. Class and instructor questions go to the schedule. Unsure means ask.

Typed decisions with probabilities, not guesses
Fails open to rules if the model is down
Off, shadow and on modes for a safe rollout
Only scrubbed text is sent out

Business plan and up

Product 5 · Deploy

Run-It-Anywhere Kit

Prefer your own machine or cloud? The open-source guide stays free.

One-file installers, idempotent and all-or-nothing
Kubernetes manifests for the bot and the WhatsApp gateway
Health checks, digests and runbooks
Private cloud and VPC for Enterprise

Free · Community plan

# one command ./scripts/install-bot.sh ✓ bot ✓ gateway ✓ digest ✓ health

Everything your group can ask

Plain words or slash commands. Members ask, owners edit. The bot always shows the row it touched.

Say this	Who	What happens
`@bot what's due this week?`	Member	Deadlines from the tracker sheet
`/week table`	Member	Same answer as a table
`/prep NLP`	Member	Study guide from your Drive
`who teaches CV?`	Member	From the class schedule
`/add Quiz-02 GPU, 12-Nov 10:00 IST`	Owner	Writes row 7 and shows it back
`/done Ethics assignment`	Owner	Marks the row complete
`kal kya due hai?`	Member	Hinglish works too
`/brief`	Owner	Post the deadline brief now

Pick one, or run them together.